Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	614
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	153.5 KiB
Average record size in memory	256.0 B

Variable types

Numeric	7
Categorical	19
Boolean	5

Alerts

`Anxiety` has 27 (4.4%) zeros	Zeros
`Depression` has 66 (10.7%) zeros	Zeros
`Insomnia` has 128 (20.8%) zeros	Zeros
`OCD` has 206 (33.6%) zeros	Zeros

Reproduction

Analysis started	2024-07-16 08:56:09.093378
Analysis finished	2024-07-16 08:56:26.483131
Duration	17.39 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Age
Real number (ℝ)

Distinct	59
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.820847

Minimum	10
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	10
5-th percentile	15
Q1	18
median	21
Q3	27
95-th percentile	53
Maximum	89
Range	79
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	11.666679
Coefficient of variation (CV)	0.47003551
Kurtosis	5.5047649
Mean	24.820847
Median Absolute Deviation (MAD)	4
Skewness	2.2321101
Sum	15240
Variance	136.11141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	71	11.6%
19	56	9.1%
17	52	8.5%
21	40	6.5%
20	36	5.9%
16	36	5.9%
22	32	5.2%
23	29	4.7%
15	20	3.3%
24	19	3.1%
Other values (49)	223	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.2%
12	1	0.2%
13	6	1.0%
14	16	2.6%
15	20	3.3%
16	36	5.9%
17	52	8.5%
18	71	11.6%
19	56	9.1%
20	36	5.9%

Value	Count	Frequency (%)
89	1	0.2%
80	1	0.2%
74	1	0.2%
73	1	0.2%
72	1	0.2%
70	1	0.2%
69	1	0.2%
68	1	0.2%
67	1	0.2%
65	1	0.2%

Primary streaming service
Categorical

Distinct	6
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Spotify	395
YouTube Music	73
I do not use a streaming service.	56
Apple Music	42
Other streaming service	39

Length

Max length	33
Median length	7
Mean length	11.374593
Min length	7

Characters and Unicode

Total characters	6984
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Spotify
2nd row	YouTube Music
3rd row	Spotify
4th row	Spotify
5th row	YouTube Music

Common Values

Value	Count	Frequency (%)
Spotify	395	64.3%
YouTube Music	73	11.9%
I do not use a streaming service.	56	9.1%
Apple Music	42	6.8%
Other streaming service	39	6.4%
Pandora	9	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
spotify	395	34.6%
music	115	10.1%
streaming	95	8.3%
service	95	8.3%
youtube	73	6.4%
i	56	4.9%
do	56	4.9%
not	56	4.9%
use	56	4.9%
a	56	4.9%
Other values (3)	90	7.9%

Most occurring characters

Value	Count	Frequency (%)
i	700	10.0%
o	589	8.4%
t	585	8.4%
	529	7.6%
e	495	7.1%
p	479	6.9%
S	395	5.7%
f	395	5.7%
y	395	5.7%
s	361	5.2%
Other values (20)	2061	29.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5597	80.1%
Uppercase Letter	802	11.5%
Space Separator	529	7.6%
Other Punctuation	56	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	700	12.5%
o	589	10.5%
t	585	10.5%
e	495	8.8%
p	479	8.6%
f	395	7.1%
y	395	7.1%
s	361	6.4%
u	317	5.7%
r	238	4.3%
Other values (10)	1043	18.6%

Uppercase Letter

Value	Count	Frequency (%)
S	395	49.3%
M	115	14.3%
Y	73	9.1%
T	73	9.1%
I	56	7.0%
A	42	5.2%
O	39	4.9%
P	9	1.1%

Space Separator

Value	Count	Frequency (%)
	529	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	56	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6399	91.6%
Common	585	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	700	10.9%
o	589	9.2%
t	585	9.1%
e	495	7.7%
p	479	7.5%
S	395	6.2%
f	395	6.2%
y	395	6.2%
s	361	5.6%
u	317	5.0%
Other values (18)	1688	26.4%

Common

Value	Count	Frequency (%)
	529	90.4%
.	56	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6984	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	700	10.0%
o	589	8.4%
t	585	8.4%
	529	7.6%
e	495	7.1%
p	479	6.9%
S	395	5.7%
f	395	5.7%
y	395	5.7%
s	361	5.2%
Other values (20)	2061	29.5%

Hours per day
Real number (ℝ)

Distinct	23
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6965798

Minimum	0
Maximum	24
Zeros	3
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	10
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.0740555
Coefficient of variation (CV)	0.83159451
Kurtosis	10.139512
Mean	3.6965798
Median Absolute Deviation (MAD)	1
Skewness	2.4646907
Sum	2269.7
Variance	9.449817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
2	131	21.3%
3	104	16.9%
1	99	16.1%
4	75	12.2%
5	46	7.5%
6	41	6.7%
8	27	4.4%
10	19	3.1%
0.5	16	2.6%
7	13	2.1%
Other values (13)	43	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.5%
0.25	2	0.3%
0.5	16	2.6%
0.7	1	0.2%
1	99	16.1%
1.5	12	2.0%
2	131	21.3%
2.5	5	0.8%
3	104	16.9%
4	75	12.2%

Value	Count	Frequency (%)
24	3	0.5%
18	1	0.2%
16	1	0.2%
15	2	0.3%
14	1	0.2%
12	8	1.3%
11	1	0.2%
10	19	3.1%
9	3	0.5%
8	27	4.4%

While working
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

True	488
False	126

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	488	79.5%
False	126	20.5%

Instrumentalist
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

False	414
True	200

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	414	67.4%
True	200	32.6%

Composer
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

False	506
True	108

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	506	82.4%
True	108	17.6%

Fav genre
Categorical

Distinct	16
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Rock	149
Pop	97
Metal	77
Classical	38
Video game music	35
Other values (11)	218

Length

Max length	16
Median length	9
Mean length	5.1270358
Min length	3

Characters and Unicode

Total characters	3148
Distinct characters	36
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Video game music
2nd row	Jazz
3rd row	R&B
4th row	Jazz
5th row	Video game music

Common Values

Value	Count	Frequency (%)
Rock	149	24.3%
Pop	97	15.8%
Metal	77	12.5%
Classical	38	6.2%
Video game music	35	5.7%
EDM	35	5.7%
Hip hop	32	5.2%
R&B	30	4.9%
Folk	25	4.1%
K pop	21	3.4%
Other values (6)	75	12.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rock	149	20.2%
pop	118	16.0%
metal	77	10.4%
classical	38	5.2%
video	35	4.7%
game	35	4.7%
music	35	4.7%
edm	35	4.7%
hop	32	4.3%
hip	32	4.3%
Other values (9)	151	20.5%

Most occurring characters

Value	Count	Frequency (%)
o	393	12.5%
a	229	7.3%
p	227	7.2%
c	222	7.1%
R	199	6.3%
l	182	5.8%
k	174	5.5%
i	152	4.8%
e	151	4.8%
	123	3.9%
Other values (26)	1096	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2281	72.5%
Uppercase Letter	714	22.7%
Space Separator	123	3.9%
Other Punctuation	30	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	393	17.2%
a	229	10.0%
p	227	10.0%
c	222	9.7%
l	182	8.0%
k	174	7.6%
i	152	6.7%
e	151	6.6%
s	115	5.0%
t	99	4.3%
Other values (10)	337	14.8%

Uppercase Letter

Value	Count	Frequency (%)
R	199	27.9%
M	112	15.7%
P	97	13.6%
C	58	8.1%
V	35	4.9%
E	35	4.9%
D	35	4.9%
H	32	4.5%
B	30	4.2%
F	25	3.5%
Other values (4)	56	7.8%

Space Separator

Value	Count	Frequency (%)
	123	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2995	95.1%
Common	153	4.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	393	13.1%
a	229	7.6%
p	227	7.6%
c	222	7.4%
R	199	6.6%
l	182	6.1%
k	174	5.8%
i	152	5.1%
e	151	5.0%
s	115	3.8%
Other values (24)	951	31.8%

Common

Value	Count	Frequency (%)
	123	80.4%
&	30	19.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3148	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	393	12.5%
a	229	7.3%
p	227	7.2%
c	222	7.1%
R	199	6.3%
l	182	5.8%
k	174	5.5%
i	152	4.8%
e	151	4.8%
	123	3.9%
Other values (26)	1096	34.8%

Exploratory
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

True	449
False	165

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	449	73.1%
False	165	26.9%

Foreign languages
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

True	346
False	268

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	346	56.4%
False	268	43.6%

BPM
Real number (ℝ)

Distinct	133
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.76547

Minimum	0
Maximum	220
Zeros	3
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	75
Q1	100
median	120
Q3	144
95-th percentile	180
Maximum	220
Range	220
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	34.083197
Coefficient of variation (CV)	0.27762853
Kurtosis	0.73725185
Mean	122.76547
Median Absolute Deviation (MAD)	21
Skewness	-0.0024115161
Sum	75378
Variance	1161.6643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	45	7.3%
140	24	3.9%
150	18	2.9%
110	16	2.6%
105	14	2.3%
130	13	2.1%
100	11	1.8%
128	11	1.8%
90	11	1.8%
136	11	1.8%
Other values (123)	440	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.5%
4	1	0.2%
8	1	0.2%
20	1	0.2%
40	1	0.2%
52	1	0.2%
55	2	0.3%
56	1	0.2%
60	2	0.3%
61	1	0.2%

Value	Count	Frequency (%)
220	2	0.3%
218	1	0.2%
210	2	0.3%
208	1	0.2%
204	1	0.2%
200	7	1.1%
194	2	0.3%
193	1	0.2%
192	1	0.2%
191	1	0.2%

Frequency [Classical]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Rarely	223
Sometimes	167
Never	138
Very frequently	86

Length

Max length	15
Median length	9
Mean length	7.8517915
Min length	5

Characters and Unicode

Total characters	4821
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Sometimes
3rd row	Never
4th row	Rarely
5th row	Sometimes

Common Values

Value	Count	Frequency (%)
Rarely	223	36.3%
Sometimes	167	27.2%
Never	138	22.5%
Very frequently	86	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rarely	223	31.9%
sometimes	167	23.9%
never	138	19.7%
very	86	12.3%
frequently	86	12.3%

Most occurring characters

Value	Count	Frequency (%)
e	1091	22.6%
r	533	11.1%
y	395	8.2%
m	334	6.9%
l	309	6.4%
t	253	5.2%
R	223	4.6%
a	223	4.6%
s	167	3.5%
i	167	3.5%
Other values (10)	1126	23.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4121	85.5%
Uppercase Letter	614	12.7%
Space Separator	86	1.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1091	26.5%
r	533	12.9%
y	395	9.6%
m	334	8.1%
l	309	7.5%
t	253	6.1%
a	223	5.4%
s	167	4.1%
i	167	4.1%
o	167	4.1%
Other values (5)	482	11.7%

Uppercase Letter

Value	Count	Frequency (%)
R	223	36.3%
S	167	27.2%
N	138	22.5%
V	86	14.0%

Space Separator

Value	Count	Frequency (%)
	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4735	98.2%
Common	86	1.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1091	23.0%
r	533	11.3%
y	395	8.3%
m	334	7.1%
l	309	6.5%
t	253	5.3%
R	223	4.7%
a	223	4.7%
s	167	3.5%
i	167	3.5%
Other values (9)	1040	22.0%

Common

Value	Count	Frequency (%)
	86	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4821	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1091	22.6%
r	533	11.1%
y	395	8.2%
m	334	6.9%
l	309	6.4%
t	253	5.2%
R	223	4.6%
a	223	4.6%
s	167	3.5%
i	167	3.5%
Other values (10)	1126	23.4%

Frequency [Country]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	289
Rarely	188
Sometimes	95
Very frequently	42

Length

Max length	15
Median length	9
Mean length	6.6091205
Min length	5

Characters and Unicode

Total characters	4058
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Never
3rd row	Never
4th row	Sometimes
5th row	Never

Common Values

Value	Count	Frequency (%)
Never	289	47.1%
Rarely	188	30.6%
Sometimes	95	15.5%
Very frequently	42	6.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	289	44.1%
rarely	188	28.7%
sometimes	95	14.5%
very	42	6.4%
frequently	42	6.4%

Most occurring characters

Value	Count	Frequency (%)
e	1082	26.7%
r	561	13.8%
N	289	7.1%
v	289	7.1%
y	272	6.7%
l	230	5.7%
m	190	4.7%
a	188	4.6%
R	188	4.6%
t	137	3.4%
Other values (10)	632	15.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3402	83.8%
Uppercase Letter	614	15.1%
Space Separator	42	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1082	31.8%
r	561	16.5%
v	289	8.5%
y	272	8.0%
l	230	6.8%
m	190	5.6%
a	188	5.5%
t	137	4.0%
o	95	2.8%
i	95	2.8%
Other values (5)	263	7.7%

Uppercase Letter

Value	Count	Frequency (%)
N	289	47.1%
R	188	30.6%
S	95	15.5%
V	42	6.8%

Space Separator

Value	Count	Frequency (%)
	42	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4016	99.0%
Common	42	1.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1082	26.9%
r	561	14.0%
N	289	7.2%
v	289	7.2%
y	272	6.8%
l	230	5.7%
m	190	4.7%
a	188	4.7%
R	188	4.7%
t	137	3.4%
Other values (9)	590	14.7%

Common

Value	Count	Frequency (%)
	42	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1082	26.7%
r	561	13.8%
N	289	7.1%
v	289	7.1%
y	272	6.7%
l	230	5.7%
m	190	4.7%
a	188	4.6%
R	188	4.6%
t	137	3.4%
Other values (10)	632	15.6%

Frequency [EDM]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	249
Rarely	160
Sometimes	121
Very frequently	84

Length

Max length	15
Median length	9
Mean length	7.4169381
Min length	5

Characters and Unicode

Total characters	4554
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Very frequently
2nd row	Never
3rd row	Rarely
4th row	Never
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	249	40.6%
Rarely	160	26.1%
Sometimes	121	19.7%
Very frequently	84	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	249	35.7%
rarely	160	22.9%
sometimes	121	17.3%
very	84	12.0%
frequently	84	12.0%

Most occurring characters

Value	Count	Frequency (%)
e	1152	25.3%
r	577	12.7%
y	328	7.2%
N	249	5.5%
v	249	5.5%
l	244	5.4%
m	242	5.3%
t	205	4.5%
a	160	3.5%
R	160	3.5%
Other values (10)	988	21.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3856	84.7%
Uppercase Letter	614	13.5%
Space Separator	84	1.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1152	29.9%
r	577	15.0%
y	328	8.5%
v	249	6.5%
l	244	6.3%
m	242	6.3%
t	205	5.3%
a	160	4.1%
o	121	3.1%
i	121	3.1%
Other values (5)	457	11.9%

Uppercase Letter

Value	Count	Frequency (%)
N	249	40.6%
R	160	26.1%
S	121	19.7%
V	84	13.7%

Space Separator

Value	Count	Frequency (%)
	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4470	98.2%
Common	84	1.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1152	25.8%
r	577	12.9%
y	328	7.3%
N	249	5.6%
v	249	5.6%
l	244	5.5%
m	242	5.4%
t	205	4.6%
a	160	3.6%
R	160	3.6%
Other values (9)	904	20.2%

Common

Value	Count	Frequency (%)
	84	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4554	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1152	25.3%
r	577	12.7%
y	328	7.2%
N	249	5.5%
v	249	5.5%
l	244	5.4%
m	242	5.3%
t	205	4.5%
a	160	3.5%
R	160	3.5%
Other values (10)	988	21.7%

Frequency [Folk]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	242
Rarely	182
Sometimes	128
Very frequently	62

Length

Max length	15
Median length	9
Mean length	7.1400651
Min length	5

Characters and Unicode

Total characters	4384
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Rarely
3rd row	Never
4th row	Never
5th row	Sometimes

Common Values

Value	Count	Frequency (%)
Never	242	39.4%
Rarely	182	29.6%
Sometimes	128	20.8%
Very frequently	62	10.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	242	35.8%
rarely	182	26.9%
sometimes	128	18.9%
very	62	9.2%
frequently	62	9.2%

Most occurring characters

Value	Count	Frequency (%)
e	1108	25.3%
r	548	12.5%
y	306	7.0%
m	256	5.8%
l	244	5.6%
N	242	5.5%
v	242	5.5%
t	190	4.3%
a	182	4.2%
R	182	4.2%
Other values (10)	884	20.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3708	84.6%
Uppercase Letter	614	14.0%
Space Separator	62	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1108	29.9%
r	548	14.8%
y	306	8.3%
m	256	6.9%
l	244	6.6%
v	242	6.5%
t	190	5.1%
a	182	4.9%
o	128	3.5%
i	128	3.5%
Other values (5)	376	10.1%

Uppercase Letter

Value	Count	Frequency (%)
N	242	39.4%
R	182	29.6%
S	128	20.8%
V	62	10.1%

Space Separator

Value	Count	Frequency (%)
	62	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4322	98.6%
Common	62	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1108	25.6%
r	548	12.7%
y	306	7.1%
m	256	5.9%
l	244	5.6%
N	242	5.6%
v	242	5.6%
t	190	4.4%
a	182	4.2%
R	182	4.2%
Other values (9)	822	19.0%

Common

Value	Count	Frequency (%)
	62	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4384	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1108	25.3%
r	548	12.5%
y	306	7.0%
m	256	5.8%
l	244	5.6%
N	242	5.5%
v	242	5.5%
t	190	4.3%
a	182	4.2%
R	182	4.2%
Other values (10)	884	20.2%

Frequency [Gospel]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	446
Rarely	112
Sometimes	44
Very frequently	12

Length

Max length	15
Median length	5
Mean length	5.6644951
Min length	5

Characters and Unicode

Total characters	3478
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Sometimes
3rd row	Rarely
4th row	Never
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	446	72.6%
Rarely	112	18.2%
Sometimes	44	7.2%
Very frequently	12	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	446	71.2%
rarely	112	17.9%
sometimes	44	7.0%
very	12	1.9%
frequently	12	1.9%

Most occurring characters

Value	Count	Frequency (%)
e	1128	32.4%
r	582	16.7%
N	446	12.8%
v	446	12.8%
y	136	3.9%
l	124	3.6%
R	112	3.2%
a	112	3.2%
m	88	2.5%
t	56	1.6%
Other values (10)	248	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2852	82.0%
Uppercase Letter	614	17.7%
Space Separator	12	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1128	39.6%
r	582	20.4%
v	446	15.6%
y	136	4.8%
l	124	4.3%
a	112	3.9%
m	88	3.1%
t	56	2.0%
o	44	1.5%
i	44	1.5%
Other values (5)	92	3.2%

Uppercase Letter

Value	Count	Frequency (%)
N	446	72.6%
R	112	18.2%
S	44	7.2%
V	12	2.0%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3466	99.7%
Common	12	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1128	32.5%
r	582	16.8%
N	446	12.9%
v	446	12.9%
y	136	3.9%
l	124	3.6%
R	112	3.2%
a	112	3.2%
m	88	2.5%
t	56	1.6%
Other values (9)	236	6.8%

Common

Value	Count	Frequency (%)
	12	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3478	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1128	32.4%
r	582	16.7%
N	446	12.8%
v	446	12.8%
y	136	3.9%
l	124	3.6%
R	112	3.2%
a	112	3.2%
m	88	2.5%
t	56	1.6%
Other values (10)	248	7.1%

Frequency [Hip hop]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Sometimes	180
Rarely	175
Never	145
Very frequently	114

Length

Max length	15
Median length	9
Mean length	8.3143322
Min length	5

Characters and Unicode

Total characters	5105
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rarely
2nd row	Never
3rd row	Very frequently
4th row	Sometimes
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Sometimes	180	29.3%
Rarely	175	28.5%
Never	145	23.6%
Very frequently	114	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sometimes	180	24.7%
rarely	175	24.0%
never	145	19.9%
very	114	15.7%
frequently	114	15.7%

Most occurring characters

Value	Count	Frequency (%)
e	1167	22.9%
r	548	10.7%
y	403	7.9%
m	360	7.1%
t	294	5.8%
l	289	5.7%
o	180	3.5%
S	180	3.5%
s	180	3.5%
i	180	3.5%
Other values (10)	1324	25.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4377	85.7%
Uppercase Letter	614	12.0%
Space Separator	114	2.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1167	26.7%
r	548	12.5%
y	403	9.2%
m	360	8.2%
t	294	6.7%
l	289	6.6%
o	180	4.1%
s	180	4.1%
i	180	4.1%
a	175	4.0%
Other values (5)	601	13.7%

Uppercase Letter

Value	Count	Frequency (%)
S	180	29.3%
R	175	28.5%
N	145	23.6%
V	114	18.6%

Space Separator

Value	Count	Frequency (%)
	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4991	97.8%
Common	114	2.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1167	23.4%
r	548	11.0%
y	403	8.1%
m	360	7.2%
t	294	5.9%
l	289	5.8%
o	180	3.6%
S	180	3.6%
s	180	3.6%
i	180	3.6%
Other values (9)	1210	24.2%

Common

Value	Count	Frequency (%)
	114	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5105	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1167	22.9%
r	548	10.7%
y	403	7.9%
m	360	7.1%
t	294	5.8%
l	289	5.7%
o	180	3.5%
S	180	3.5%
s	180	3.5%
i	180	3.5%
Other values (10)	1324	25.9%

Frequency [Jazz]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Rarely	212
Never	208
Sometimes	146
Very frequently	48

Length

Max length	15
Median length	9
Mean length	7.0781759
Min length	5

Characters and Unicode

Total characters	4346
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rarely
2nd row	Very frequently
3rd row	Never
4th row	Very frequently
5th row	Sometimes

Common Values

Value	Count	Frequency (%)
Rarely	212	34.5%
Never	208	33.9%
Sometimes	146	23.8%
Very frequently	48	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rarely	212	32.0%
never	208	31.4%
sometimes	146	22.1%
very	48	7.3%
frequently	48	7.3%

Most occurring characters

Value	Count	Frequency (%)
e	1064	24.5%
r	516	11.9%
y	308	7.1%
m	292	6.7%
l	260	6.0%
a	212	4.9%
R	212	4.9%
v	208	4.8%
N	208	4.8%
t	194	4.5%
Other values (10)	872	20.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3684	84.8%
Uppercase Letter	614	14.1%
Space Separator	48	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1064	28.9%
r	516	14.0%
y	308	8.4%
m	292	7.9%
l	260	7.1%
a	212	5.8%
v	208	5.6%
t	194	5.3%
o	146	4.0%
i	146	4.0%
Other values (5)	338	9.2%

Uppercase Letter

Value	Count	Frequency (%)
R	212	34.5%
N	208	33.9%
S	146	23.8%
V	48	7.8%

Space Separator

Value	Count	Frequency (%)
	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4298	98.9%
Common	48	1.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1064	24.8%
r	516	12.0%
y	308	7.2%
m	292	6.8%
l	260	6.0%
a	212	4.9%
R	212	4.9%
v	208	4.8%
N	208	4.8%
t	194	4.5%
Other values (9)	824	19.2%

Common

Value	Count	Frequency (%)
	48	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4346	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1064	24.5%
r	516	11.9%
y	308	7.1%
m	292	6.7%
l	260	6.0%
a	212	4.9%
R	212	4.9%
v	208	4.8%
N	208	4.8%
t	194	4.5%
Other values (10)	872	20.1%

Frequency [K pop]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	347
Rarely	144
Very frequently	67
Sometimes	56

Length

Max length	15
Median length	5
Mean length	6.6905537
Min length	5

Characters and Unicode

Total characters	4108
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Very frequently
2nd row	Sometimes
3rd row	Very frequently
4th row	Very frequently
5th row	Never

Common Values

Value	Count	Frequency (%)
Never	347	56.5%
Rarely	144	23.5%
Very frequently	67	10.9%
Sometimes	56	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	347	51.0%
rarely	144	21.1%
very	67	9.8%
frequently	67	9.8%
sometimes	56	8.2%

Most occurring characters

Value	Count	Frequency (%)
e	1151	28.0%
r	625	15.2%
N	347	8.4%
v	347	8.4%
y	278	6.8%
l	211	5.1%
R	144	3.5%
a	144	3.5%
t	123	3.0%
m	112	2.7%
Other values (10)	626	15.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3427	83.4%
Uppercase Letter	614	14.9%
Space Separator	67	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1151	33.6%
r	625	18.2%
v	347	10.1%
y	278	8.1%
l	211	6.2%
a	144	4.2%
t	123	3.6%
m	112	3.3%
u	67	2.0%
n	67	2.0%
Other values (5)	302	8.8%

Uppercase Letter

Value	Count	Frequency (%)
N	347	56.5%
R	144	23.5%
V	67	10.9%
S	56	9.1%

Space Separator

Value	Count	Frequency (%)
	67	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4041	98.4%
Common	67	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1151	28.5%
r	625	15.5%
N	347	8.6%
v	347	8.6%
y	278	6.9%
l	211	5.2%
R	144	3.6%
a	144	3.6%
t	123	3.0%
m	112	2.8%
Other values (9)	559	13.8%

Common

Value	Count	Frequency (%)
	67	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1151	28.0%
r	625	15.2%
N	347	8.4%
v	347	8.4%
y	278	6.8%
l	211	5.1%
R	144	3.5%
a	144	3.5%
t	123	3.0%
m	112	2.7%
Other values (10)	626	15.2%

Frequency [Latin]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	362
Rarely	145
Sometimes	77
Very frequently	30

Length

Max length	15
Median length	5
Mean length	6.2263844
Min length	5

Characters and Unicode

Total characters	3823
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Very frequently
3rd row	Sometimes
4th row	Rarely
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	362	59.0%
Rarely	145	23.6%
Sometimes	77	12.5%
Very frequently	30	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	362	56.2%
rarely	145	22.5%
sometimes	77	12.0%
very	30	4.7%
frequently	30	4.7%

Most occurring characters

Value	Count	Frequency (%)
e	1113	29.1%
r	567	14.8%
N	362	9.5%
v	362	9.5%
y	205	5.4%
l	175	4.6%
m	154	4.0%
a	145	3.8%
R	145	3.8%
t	107	2.8%
Other values (10)	488	12.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3179	83.2%
Uppercase Letter	614	16.1%
Space Separator	30	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1113	35.0%
r	567	17.8%
v	362	11.4%
y	205	6.4%
l	175	5.5%
m	154	4.8%
a	145	4.6%
t	107	3.4%
o	77	2.4%
i	77	2.4%
Other values (5)	197	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	362	59.0%
R	145	23.6%
S	77	12.5%
V	30	4.9%

Space Separator

Value	Count	Frequency (%)
	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3793	99.2%
Common	30	0.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1113	29.3%
r	567	14.9%
N	362	9.5%
v	362	9.5%
y	205	5.4%
l	175	4.6%
m	154	4.1%
a	145	3.8%
R	145	3.8%
t	107	2.8%
Other values (9)	458	12.1%

Common

Value	Count	Frequency (%)
	30	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3823	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1113	29.1%
r	567	14.8%
N	362	9.5%
v	362	9.5%
y	205	5.4%
l	175	4.6%
m	154	4.0%
a	145	3.8%
R	145	3.8%
t	107	2.8%
Other values (10)	488	12.8%

Frequency [Lofi]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	229
Rarely	176
Sometimes	135
Very frequently	74

Length

Max length	15
Median length	9
Mean length	7.3713355
Min length	5

Characters and Unicode

Total characters	4526
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sometimes
2nd row	Sometimes
3rd row	Sometimes
4th row	Very frequently
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	229	37.3%
Rarely	176	28.7%
Sometimes	135	22.0%
Very frequently	74	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	229	33.3%
rarely	176	25.6%
sometimes	135	19.6%
very	74	10.8%
frequently	74	10.8%

Most occurring characters

Value	Count	Frequency (%)
e	1126	24.9%
r	553	12.2%
y	324	7.2%
m	270	6.0%
l	250	5.5%
N	229	5.1%
v	229	5.1%
t	209	4.6%
a	176	3.9%
R	176	3.9%
Other values (10)	984	21.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3838	84.8%
Uppercase Letter	614	13.6%
Space Separator	74	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1126	29.3%
r	553	14.4%
y	324	8.4%
m	270	7.0%
l	250	6.5%
v	229	6.0%
t	209	5.4%
a	176	4.6%
o	135	3.5%
i	135	3.5%
Other values (5)	431	11.2%

Uppercase Letter

Value	Count	Frequency (%)
N	229	37.3%
R	176	28.7%
S	135	22.0%
V	74	12.1%

Space Separator

Value	Count	Frequency (%)
	74	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4452	98.4%
Common	74	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1126	25.3%
r	553	12.4%
y	324	7.3%
m	270	6.1%
l	250	5.6%
N	229	5.1%
v	229	5.1%
t	209	4.7%
a	176	4.0%
R	176	4.0%
Other values (9)	910	20.4%

Common

Value	Count	Frequency (%)
	74	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4526	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1126	24.9%
r	553	12.2%
y	324	7.2%
m	270	6.0%
l	250	5.5%
N	229	5.1%
v	229	5.1%
t	209	4.6%
a	176	3.9%
R	176	3.9%
Other values (10)	984	21.7%

Frequency [Metal]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	219
Rarely	160
Very frequently	123
Sometimes	112

Length

Max length	15
Median length	9
Mean length	7.9934853
Min length	5

Characters and Unicode

Total characters	4908
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sometimes
2nd row	Never
3rd row	Never
4th row	Rarely
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	219	35.7%
Rarely	160	26.1%
Very frequently	123	20.0%
Sometimes	112	18.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	219	29.7%
rarely	160	21.7%
very	123	16.7%
frequently	123	16.7%
sometimes	112	15.2%

Most occurring characters

Value	Count	Frequency (%)
e	1191	24.3%
r	625	12.7%
y	406	8.3%
l	283	5.8%
t	235	4.8%
m	224	4.6%
N	219	4.5%
v	219	4.5%
R	160	3.3%
a	160	3.3%
Other values (10)	1186	24.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4171	85.0%
Uppercase Letter	614	12.5%
Space Separator	123	2.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1191	28.6%
r	625	15.0%
y	406	9.7%
l	283	6.8%
t	235	5.6%
m	224	5.4%
v	219	5.3%
a	160	3.8%
u	123	2.9%
n	123	2.9%
Other values (5)	582	14.0%

Uppercase Letter

Value	Count	Frequency (%)
N	219	35.7%
R	160	26.1%
V	123	20.0%
S	112	18.2%

Space Separator

Value	Count	Frequency (%)
	123	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4785	97.5%
Common	123	2.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1191	24.9%
r	625	13.1%
y	406	8.5%
l	283	5.9%
t	235	4.9%
m	224	4.7%
N	219	4.6%
v	219	4.6%
R	160	3.3%
a	160	3.3%
Other values (9)	1063	22.2%

Common

Value	Count	Frequency (%)
	123	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4908	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1191	24.3%
r	625	12.7%
y	406	8.3%
l	283	5.8%
t	235	4.8%
m	224	4.6%
N	219	4.5%
v	219	4.5%
R	160	3.3%
a	160	3.3%
Other values (10)	1186	24.2%

Frequency [Pop]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Very frequently	237
Sometimes	215
Rarely	117
Never	45

Length

Max length	15
Median length	9
Mean length	10.45114
Min length	5

Characters and Unicode

Total characters	6417
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rarely
2nd row	Sometimes
3rd row	Sometimes
4th row	Very frequently
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Very frequently	237	38.6%
Sometimes	215	35.0%
Rarely	117	19.1%
Never	45	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
very	237	27.8%
frequently	237	27.8%
sometimes	215	25.3%
rarely	117	13.7%
never	45	5.3%

Most occurring characters

Value	Count	Frequency (%)
e	1348	21.0%
r	636	9.9%
y	591	9.2%
t	452	7.0%
m	430	6.7%
l	354	5.5%
n	237	3.7%
V	237	3.7%
u	237	3.7%
q	237	3.7%
Other values (10)	1658	25.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5566	86.7%
Uppercase Letter	614	9.6%
Space Separator	237	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1348	24.2%
r	636	11.4%
y	591	10.6%
t	452	8.1%
m	430	7.7%
l	354	6.4%
n	237	4.3%
u	237	4.3%
q	237	4.3%
f	237	4.3%
Other values (5)	807	14.5%

Uppercase Letter

Value	Count	Frequency (%)
V	237	38.6%
S	215	35.0%
R	117	19.1%
N	45	7.3%

Space Separator

Value	Count	Frequency (%)
	237	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6180	96.3%
Common	237	3.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1348	21.8%
r	636	10.3%
y	591	9.6%
t	452	7.3%
m	430	7.0%
l	354	5.7%
n	237	3.8%
V	237	3.8%
u	237	3.8%
q	237	3.8%
Other values (9)	1421	23.0%

Common

Value	Count	Frequency (%)
	237	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6417	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1348	21.0%
r	636	9.9%
y	591	9.2%
t	452	7.0%
m	430	6.7%
l	354	5.5%
n	237	3.7%
V	237	3.7%
u	237	3.7%
q	237	3.7%
Other values (10)	1658	25.8%

Frequency [R&B]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	182
Rarely	173
Sometimes	151
Very frequently	108

Length

Max length	15
Median length	9
Mean length	8.02443
Min length	5

Characters and Unicode

Total characters	4927
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Never
2nd row	Sometimes
3rd row	Very frequently
4th row	Very frequently
5th row	Rarely

Common Values

Value	Count	Frequency (%)
Never	182	29.6%
Rarely	173	28.2%
Sometimes	151	24.6%
Very frequently	108	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	182	25.2%
rarely	173	24.0%
sometimes	151	20.9%
very	108	15.0%
frequently	108	15.0%

Most occurring characters

Value	Count	Frequency (%)
e	1163	23.6%
r	571	11.6%
y	389	7.9%
m	302	6.1%
l	281	5.7%
t	259	5.3%
N	182	3.7%
v	182	3.7%
a	173	3.5%
R	173	3.5%
Other values (10)	1252	25.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4205	85.3%
Uppercase Letter	614	12.5%
Space Separator	108	2.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1163	27.7%
r	571	13.6%
y	389	9.3%
m	302	7.2%
l	281	6.7%
t	259	6.2%
v	182	4.3%
a	173	4.1%
o	151	3.6%
i	151	3.6%
Other values (5)	583	13.9%

Uppercase Letter

Value	Count	Frequency (%)
N	182	29.6%
R	173	28.2%
S	151	24.6%
V	108	17.6%

Space Separator

Value	Count	Frequency (%)
	108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4819	97.8%
Common	108	2.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1163	24.1%
r	571	11.8%
y	389	8.1%
m	302	6.3%
l	281	5.8%
t	259	5.4%
N	182	3.8%
v	182	3.8%
a	173	3.6%
R	173	3.6%
Other values (9)	1144	23.7%

Common

Value	Count	Frequency (%)
	108	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4927	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1163	23.6%
r	571	11.6%
y	389	7.9%
m	302	6.1%
l	281	5.7%
t	259	5.3%
N	182	3.7%
v	182	3.7%
a	173	3.5%
R	173	3.5%
Other values (10)	1252	25.4%

Frequency [Rap]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Rarely	178
Sometimes	164
Never	156
Very frequently	116

Length

Max length	15
Median length	9
Mean length	8.247557
Min length	5

Characters and Unicode

Total characters	5064
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rarely
2nd row	Never
3rd row	Very frequently
4th row	Very frequently
5th row	Never

Common Values

Value	Count	Frequency (%)
Rarely	178	29.0%
Sometimes	164	26.7%
Never	156	25.4%
Very frequently	116	18.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rarely	178	24.4%
sometimes	164	22.5%
never	156	21.4%
very	116	15.9%
frequently	116	15.9%

Most occurring characters

Value	Count	Frequency (%)
e	1166	23.0%
r	566	11.2%
y	410	8.1%
m	328	6.5%
l	294	5.8%
t	280	5.5%
R	178	3.5%
a	178	3.5%
s	164	3.2%
i	164	3.2%
Other values (10)	1336	26.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4334	85.6%
Uppercase Letter	614	12.1%
Space Separator	116	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1166	26.9%
r	566	13.1%
y	410	9.5%
m	328	7.6%
l	294	6.8%
t	280	6.5%
a	178	4.1%
s	164	3.8%
i	164	3.8%
o	164	3.8%
Other values (5)	620	14.3%

Uppercase Letter

Value	Count	Frequency (%)
R	178	29.0%
S	164	26.7%
N	156	25.4%
V	116	18.9%

Space Separator

Value	Count	Frequency (%)
	116	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4948	97.7%
Common	116	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1166	23.6%
r	566	11.4%
y	410	8.3%
m	328	6.6%
l	294	5.9%
t	280	5.7%
R	178	3.6%
a	178	3.6%
s	164	3.3%
i	164	3.3%
Other values (9)	1220	24.7%

Common

Value	Count	Frequency (%)
	116	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1166	23.0%
r	566	11.2%
y	410	8.1%
m	328	6.5%
l	294	5.8%
t	280	5.5%
R	178	3.5%
a	178	3.5%
s	164	3.2%
i	164	3.2%
Other values (10)	1336	26.4%

Frequency [Rock]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Very frequently	277
Sometimes	183
Never	78
Rarely	76

Length

Max length	15
Median length	9
Mean length	10.827362
Min length	5

Characters and Unicode

Total characters	6648
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rarely
2nd row	Never
3rd row	Never
4th row	Very frequently
5th row	Never

Common Values

Value	Count	Frequency (%)
Very frequently	277	45.1%
Sometimes	183	29.8%
Never	78	12.7%
Rarely	76	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
very	277	31.1%
frequently	277	31.1%
sometimes	183	20.5%
never	78	8.8%
rarely	76	8.5%

Most occurring characters

Value	Count	Frequency (%)
e	1429	21.5%
r	708	10.6%
y	630	9.5%
t	460	6.9%
m	366	5.5%
l	353	5.3%
n	277	4.2%
V	277	4.2%
u	277	4.2%
q	277	4.2%
Other values (10)	1594	24.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5757	86.6%
Uppercase Letter	614	9.2%
Space Separator	277	4.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1429	24.8%
r	708	12.3%
y	630	10.9%
t	460	8.0%
m	366	6.4%
l	353	6.1%
n	277	4.8%
u	277	4.8%
q	277	4.8%
f	277	4.8%
Other values (5)	703	12.2%

Uppercase Letter

Value	Count	Frequency (%)
V	277	45.1%
S	183	29.8%
N	78	12.7%
R	76	12.4%

Space Separator

Value	Count	Frequency (%)
	277	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6371	95.8%
Common	277	4.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1429	22.4%
r	708	11.1%
y	630	9.9%
t	460	7.2%
m	366	5.7%
l	353	5.5%
n	277	4.3%
V	277	4.3%
u	277	4.3%
q	277	4.3%
Other values (9)	1317	20.7%

Common

Value	Count	Frequency (%)
	277	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6648	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1429	21.5%
r	708	10.6%
y	630	9.5%
t	460	6.9%
m	366	5.5%
l	353	5.3%
n	277	4.2%
V	277	4.2%
u	277	4.2%
q	277	4.2%
Other values (10)	1594	24.0%

Frequency [Video game music]
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Never	192
Rarely	171
Sometimes	157
Very frequently	94

Length

Max length	15
Median length	9
Mean length	7.8322476
Min length	5

Characters and Unicode

Total characters	4809
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Very frequently
2nd row	Never
3rd row	Rarely
4th row	Never
5th row	Sometimes

Common Values

Value	Count	Frequency (%)
Never	192	31.3%
Rarely	171	27.9%
Sometimes	157	25.6%
Very frequently	94	15.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
never	192	27.1%
rarely	171	24.2%
sometimes	157	22.2%
very	94	13.3%
frequently	94	13.3%

Most occurring characters

Value	Count	Frequency (%)
e	1151	23.9%
r	551	11.5%
y	359	7.5%
m	314	6.5%
l	265	5.5%
t	251	5.2%
N	192	4.0%
v	192	4.0%
a	171	3.6%
R	171	3.6%
Other values (10)	1192	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4101	85.3%
Uppercase Letter	614	12.8%
Space Separator	94	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1151	28.1%
r	551	13.4%
y	359	8.8%
m	314	7.7%
l	265	6.5%
t	251	6.1%
v	192	4.7%
a	171	4.2%
o	157	3.8%
i	157	3.8%
Other values (5)	533	13.0%

Uppercase Letter

Value	Count	Frequency (%)
N	192	31.3%
R	171	27.9%
S	157	25.6%
V	94	15.3%

Space Separator

Value	Count	Frequency (%)
	94	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4715	98.0%
Common	94	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1151	24.4%
r	551	11.7%
y	359	7.6%
m	314	6.7%
l	265	5.6%
t	251	5.3%
N	192	4.1%
v	192	4.1%
a	171	3.6%
R	171	3.6%
Other values (9)	1098	23.3%

Common

Value	Count	Frequency (%)
	94	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4809	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1151	23.9%
r	551	11.5%
y	359	7.5%
m	314	6.5%
l	265	5.5%
t	251	5.2%
N	192	4.0%
v	192	4.0%
a	171	3.6%
R	171	3.6%
Other values (10)	1192	24.8%

Anxiety
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8900651

Minimum	0
Maximum	10
Zeros	27
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	6
Q3	8
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.7606621
Coefficient of variation (CV)	0.46869806
Kurtosis	-0.72960039
Mean	5.8900651
Median Absolute Deviation (MAD)	2
Skewness	-0.42612815
Sum	3616.5
Variance	7.6212551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	100	16.3%
8	98	16.0%
6	74	12.1%
3	59	9.6%
10	58	9.4%
5	48	7.8%
4	46	7.5%
9	45	7.3%
2	37	6.0%
0	27	4.4%
Other values (2)	22	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	4.4%
1	21	3.4%
2	37	6.0%
3	59	9.6%
4	46	7.5%
5	48	7.8%
6	74	12.1%
7	100	16.3%
7.5	1	0.2%
8	98	16.0%

Value	Count	Frequency (%)
10	58	9.4%
9	45	7.3%
8	98	16.0%
7.5	1	0.2%
7	100	16.3%
6	74	12.1%
5	48	7.8%
4	46	7.5%
3	59	9.6%
2	37	6.0%

Depression
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8859935

Minimum	0
Maximum	10
Zeros	66
Zeros (%)	10.7%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	7
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.9990536
Coefficient of variation (CV)	0.6138063
Kurtosis	-1.0959527
Mean	4.8859935
Median Absolute Deviation (MAD)	2.5
Skewness	-0.085496496
Sum	3000
Variance	8.9943223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	79	12.9%
6	78	12.7%
2	73	11.9%
0	66	10.7%
8	65	10.6%
4	56	9.1%
5	48	7.8%
3	44	7.2%
10	39	6.4%
1	32	5.2%
Other values (2)	34	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	66	10.7%
1	32	5.2%
2	73	11.9%
3	44	7.2%
3.5	2	0.3%
4	56	9.1%
5	48	7.8%
6	78	12.7%
7	79	12.9%
8	65	10.6%

Value	Count	Frequency (%)
10	39	6.4%
9	32	5.2%
8	65	10.6%
7	79	12.9%
6	78	12.7%
5	48	7.8%
4	56	9.1%
3.5	2	0.3%
3	44	7.2%
2	73	11.9%

Insomnia
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7988599

Minimum	0
Maximum	10
Zeros	128
Zeros (%)	20.8%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	6
95-th percentile	9
Maximum	10
Range	10
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.1103703
Coefficient of variation (CV)	0.81876414
Kurtosis	-1.0890905
Mean	3.7988599
Median Absolute Deviation (MAD)	3
Skewness	0.36247767
Sum	2332.5
Variance	9.6744033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	128	20.8%
2	66	10.7%
1	63	10.3%
3	61	9.9%
7	54	8.8%
6	51	8.3%
5	49	8.0%
4	46	7.5%
8	44	7.2%
10	27	4.4%
Other values (2)	25	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128	20.8%
1	63	10.3%
2	66	10.7%
3	61	9.9%
3.5	1	0.2%
4	46	7.5%
5	49	8.0%
6	51	8.3%
7	54	8.8%
8	44	7.2%

Value	Count	Frequency (%)
10	27	4.4%
9	24	3.9%
8	44	7.2%
7	54	8.8%
6	51	8.3%
5	49	8.0%
4	46	7.5%
3.5	1	0.2%
3	61	9.9%
2	66	10.7%

OCD
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6563518

Minimum	0
Maximum	10
Zeros	206
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	8
Maximum	10
Range	10
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.8613958
Coefficient of variation (CV)	1.0771901
Kurtosis	-0.17978098
Mean	2.6563518
Median Absolute Deviation (MAD)	2
Skewness	0.94157553
Sum	1631
Variance	8.187586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	206	33.6%
1	81	13.2%
2	79	12.9%
3	54	8.8%
5	48	7.8%
4	34	5.5%
6	29	4.7%
7	27	4.4%
8	26	4.2%
10	17	2.8%
Other values (3)	13	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	206	33.6%
1	81	13.2%
2	79	12.9%
3	54	8.8%
4	34	5.5%
5	48	7.8%
5.5	1	0.2%
6	29	4.7%
7	27	4.4%
8	26	4.2%

Value	Count	Frequency (%)
10	17	2.8%
9	11	1.8%
8.5	1	0.2%
8	26	4.2%
7	27	4.4%
6	29	4.7%
5.5	1	0.2%
5	48	7.8%
4	34	5.5%
3	54	8.8%

Music effects
Categorical

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Improve	464
No effect	135
Worsen	15

Length

Max length	9
Median length	7
Mean length	7.4153094
Min length	6

Characters and Unicode

Total characters	4553
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No effect
2nd row	Improve
3rd row	Improve
4th row	Improve
5th row	Improve

Common Values

Value	Count	Frequency (%)
Improve	464	75.6%
No effect	135	22.0%
Worsen	15	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
improve	464	61.9%
no	135	18.0%
effect	135	18.0%
worsen	15	2.0%

Most occurring characters

Value	Count	Frequency (%)
e	749	16.5%
o	614	13.5%
r	479	10.5%
I	464	10.2%
m	464	10.2%
p	464	10.2%
v	464	10.2%
f	270	5.9%
N	135	3.0%
	135	3.0%
Other values (5)	315	6.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3804	83.5%
Uppercase Letter	614	13.5%
Space Separator	135	3.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	749	19.7%
o	614	16.1%
r	479	12.6%
m	464	12.2%
p	464	12.2%
v	464	12.2%
f	270	7.1%
c	135	3.5%
t	135	3.5%
s	15	0.4%

Uppercase Letter

Value	Count	Frequency (%)
I	464	75.6%
N	135	22.0%
W	15	2.4%

Space Separator

Value	Count	Frequency (%)
	135	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4418	97.0%
Common	135	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	749	17.0%
o	614	13.9%
r	479	10.8%
I	464	10.5%
m	464	10.5%
p	464	10.5%
v	464	10.5%
f	270	6.1%
N	135	3.1%
c	135	3.1%
Other values (4)	180	4.1%

Common

Value	Count	Frequency (%)
	135	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4553	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	749	16.5%
o	614	13.5%
r	479	10.5%
I	464	10.2%
m	464	10.2%
p	464	10.2%
v	464	10.2%
f	270	5.9%
N	135	3.0%
	135	3.0%
Other values (5)	315	6.9%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Age	Primary streaming service	Hours per day	While working	Instrumentalist	Composer	Fav genre	Exploratory	Foreign languages	BPM	Frequency [Classical]	Frequency [Country]	Frequency [EDM]	Frequency [Folk]	Frequency [Gospel]	Frequency [Hip hop]	Frequency [Jazz]	Frequency [K pop]	Frequency [Latin]	Frequency [Lofi]	Frequency [Metal]	Frequency [Pop]	Frequency [R&B]	Frequency [Rap]	Frequency [Rock]	Frequency [Video game music]	Anxiety	Depression	Insomnia	OCD	Music effects
2	18.0	Spotify	4.0	No	No	No	Video game music	No	Yes	132.0	Never	Never	Very frequently	Never	Never	Rarely	Rarely	Very frequently	Never	Sometimes	Sometimes	Rarely	Never	Rarely	Rarely	Very frequently	7.0	7.0	10.0	2.0	No effect
3	61.0	YouTube Music	2.5	Yes	No	Yes	Jazz	Yes	Yes	84.0	Sometimes	Never	Never	Rarely	Sometimes	Never	Very frequently	Sometimes	Very frequently	Sometimes	Never	Sometimes	Sometimes	Never	Never	Never	9.0	7.0	3.0	3.0	Improve
4	18.0	Spotify	4.0	Yes	No	No	R&B	Yes	No	107.0	Never	Never	Rarely	Never	Rarely	Very frequently	Never	Very frequently	Sometimes	Sometimes	Never	Sometimes	Very frequently	Very frequently	Never	Rarely	7.0	2.0	5.0	9.0	Improve
5	18.0	Spotify	5.0	Yes	Yes	Yes	Jazz	Yes	Yes	86.0	Rarely	Sometimes	Never	Never	Never	Sometimes	Very frequently	Very frequently	Rarely	Very frequently	Rarely	Very frequently	Very frequently	Very frequently	Very frequently	Never	8.0	8.0	7.0	7.0	Improve
6	18.0	YouTube Music	3.0	Yes	Yes	No	Video game music	Yes	Yes	66.0	Sometimes	Never	Rarely	Sometimes	Rarely	Rarely	Sometimes	Never	Rarely	Rarely	Rarely	Rarely	Rarely	Never	Never	Sometimes	4.0	8.0	6.0	0.0	Improve
7	21.0	Spotify	1.0	Yes	No	No	K pop	Yes	Yes	95.0	Never	Never	Rarely	Never	Never	Very frequently	Rarely	Very frequently	Never	Sometimes	Never	Sometimes	Sometimes	Rarely	Never	Rarely	5.0	3.0	5.0	3.0	Improve
8	19.0	Spotify	6.0	Yes	No	No	Rock	No	No	94.0	Never	Very frequently	Never	Sometimes	Never	Never	Never	Never	Never	Never	Very frequently	Never	Never	Never	Very frequently	Never	2.0	0.0	0.0	0.0	Improve
9	18.0	I do not use a streaming service.	1.0	Yes	No	No	R&B	Yes	Yes	155.0	Rarely	Rarely	Rarely	Rarely	Sometimes	Rarely	Rarely	Never	Rarely	Rarely	Never	Sometimes	Sometimes	Rarely	Sometimes	Sometimes	2.0	2.0	5.0	1.0	Improve
11	19.0	YouTube Music	8.0	Yes	No	No	EDM	Yes	No	125.0	Rarely	Never	Very frequently	Never	Never	Sometimes	Rarely	Rarely	Rarely	Rarely	Never	Rarely	Rarely	Sometimes	Rarely	Rarely	1.0	0.0	0.0	1.0	Improve
13	19.0	Spotify	2.0	Yes	No	No	Country	Yes	No	88.0	Never	Very frequently	Rarely	Sometimes	Never	Sometimes	Never	Never	Never	Rarely	Never	Rarely	Never	Very frequently	Never	Never	2.0	1.0	2.0	0.0	Improve

	Age	Primary streaming service	Hours per day	While working	Instrumentalist	Composer	Fav genre	Exploratory	Foreign languages	BPM	Frequency [Classical]	Frequency [Country]	Frequency [EDM]	Frequency [Folk]	Frequency [Gospel]	Frequency [Hip hop]	Frequency [Jazz]	Frequency [K pop]	Frequency [Latin]	Frequency [Lofi]	Frequency [Metal]	Frequency [Pop]	Frequency [R&B]	Frequency [Rap]	Frequency [Rock]	Frequency [Video game music]	Anxiety	Depression	Insomnia	OCD	Music effects
726	18.0	Apple Music	18.0	Yes	No	No	EDM	Yes	No	90.0	Sometimes	Rarely	Very frequently	Never	Rarely	Sometimes	Sometimes	Never	Never	Sometimes	Sometimes	Rarely	Sometimes	Sometimes	Sometimes	Sometimes	9.0	8.0	5.0	10.0	Improve
727	26.0	YouTube Music	1.0	Yes	No	No	Metal	Yes	Yes	136.0	Sometimes	Rarely	Sometimes	Very frequently	Never	Never	Rarely	Never	Never	Rarely	Very frequently	Rarely	Never	Never	Never	Rarely	0.0	0.0	0.0	0.0	No effect
728	14.0	Other streaming service	7.0	Yes	Yes	No	Country	Yes	No	108.0	Rarely	Very frequently	Sometimes	Sometimes	Very frequently	Sometimes	Never	Never	Never	Rarely	Sometimes	Very frequently	Sometimes	Sometimes	Very frequently	Rarely	7.0	3.0	1.0	2.0	Improve
729	21.0	I do not use a streaming service.	0.5	No	No	No	Pop	Yes	No	95.0	Never	Rarely	Sometimes	Never	Never	Sometimes	Rarely	Sometimes	Never	Very frequently	Never	Very frequently	Sometimes	Sometimes	Very frequently	Never	6.0	2.0	2.0	0.0	Improve
730	21.0	Spotify	2.0	Yes	No	No	R&B	Yes	Yes	147.0	Sometimes	Never	Sometimes	Rarely	Never	Never	Sometimes	Very frequently	Never	Sometimes	Rarely	Sometimes	Very frequently	Sometimes	Sometimes	Sometimes	7.0	6.0	4.0	6.0	Improve
731	17.0	Spotify	2.0	Yes	Yes	No	Rock	Yes	Yes	120.0	Very frequently	Rarely	Never	Sometimes	Never	Sometimes	Rarely	Never	Sometimes	Rarely	Rarely	Very frequently	Never	Rarely	Very frequently	Never	7.0	6.0	0.0	9.0	Improve
732	18.0	Spotify	1.0	Yes	Yes	No	Pop	Yes	Yes	160.0	Rarely	Rarely	Never	Never	Never	Never	Rarely	Never	Never	Rarely	Never	Very frequently	Never	Never	Sometimes	Sometimes	3.0	2.0	2.0	5.0	Improve
733	19.0	Other streaming service	6.0	Yes	No	Yes	Rap	Yes	No	120.0	Rarely	Sometimes	Sometimes	Rarely	Rarely	Very frequently	Rarely	Rarely	Rarely	Sometimes	Rarely	Sometimes	Sometimes	Sometimes	Rarely	Rarely	2.0	2.0	2.0	2.0	Improve
734	19.0	Spotify	5.0	Yes	Yes	No	Classical	No	No	170.0	Very frequently	Never	Never	Never	Never	Never	Rarely	Never	Never	Never	Never	Never	Never	Never	Never	Sometimes	2.0	3.0	2.0	1.0	Improve
735	29.0	YouTube Music	2.0	Yes	No	No	Hip hop	Yes	Yes	98.0	Sometimes	Rarely	Very frequently	Sometimes	Rarely	Very frequently	Very frequently	Sometimes	Never	Rarely	Never	Sometimes	Very frequently	Very frequently	Very frequently	Rarely	2.0	2.0	2.0	5.0	Improve

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common